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Primer to Neuromorphic Computing
Hoofdkenmerken
Auteur: Harish Garg, Jyotir Moy Chatterjee, R Sujatha, Shatrughan Modi
Titel: Primer to Neuromorphic Computing
Uitgever: Elsevier S & T
ISBN: 9780443214820
ISBN boekversie: 9780443214806
Prijs: € 185,85
Verschijningsdatum: 09-11-2024
Inhoudelijke kenmerken
Categorie: Intelligence (AI) & Semantics
Taal: English
Imprint: Academic Press
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003cp\u003e\u003ci\u003ePrimer to Neuromorphic Computing\u003c/i\u003e highlights critical and ongoing research into the diverse applications of neuromorphic computing. It includes an overview of primary scientific concepts for the research topic of neuromorphic computing, such as neurons as computational units, artificial intelligence, machine learning, and neuromorphic models. It also discusses the fundamental design method and organization of neuromorphic architecture. Hardware for neuromorphic systems can be developed by exploiting the magnetic properties of different materials. These systems are more energy efficient and enable faster computation . Magnetic tunnel junctions and magnetic textures can be employed to act as neurons and synapses. Neuromorphic systems have general intelligence like humans as they can apply knowledge gained in one domain to other domains.\u003c/p\u003e\u003cul\u003e\u003cli\u003eDiscusses potential neuromorphic applications in computing\u003c/li\u003e\u003cli\u003ePresents current trends and models in neuromorphic computing and neural network hardware architectures\u003c/li\u003e\u003cli\u003eShows the development of novel devices and hardware to enable neuromorphic computing\u003c/li\u003e\u003cli\u003eOffers information about computation and learning principles for neuromorphic systems\u003c/li\u003e\u003cli\u003eProvides information about Neuromorphic implementations of neurobiological learning algorithms\u003c/li\u003e\u003cli\u003eDiscusses biologically inspired neuromorphic systems and devices (including adaptive bio interfacing and hybrid systems consisting of living matter and synthetic matter)\u003c/li\u003e\u003c/ul\u003e
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